7830991 2702 OpenML_Bot R 31 Supervised Classification 6794 mlr.classif.ranger(13) 5862681 num.trees 1511 6794 mtry 12 6794 replace FALSE 6794 sample.fraction 0.21996224494651 6794 respect.unordered.factors TRUE 6794 num.threads 1 6794 verbose FALSE 6794 openml.seed 1 6794 openml.kind Mersenne-Twister 6794 openml.normal.kind Inversion 6794 AzureBot1 botV1 mlrRandomBot sciBenchV1.0 31 credit-g https://www.openml.org/data/download/31/dataset_31_credit-g.arff -1 16585759 description https://api.openml.org/data/download/16585759/description1b4d1164f7035.xml -1 16585760 predictions https://api.openml.org/data/download/16585760/predictions1b4d11a67a08b.arff area_under_roc_curve 0.7948 [0.7948,0.7948] average_cost 0 f_measure 0.743503 [0.842593,0.512295] kappa 0.365672 kb_relative_information_score 192.473994 mean_absolute_error 0.337979 mean_prior_absolute_error 0.42016 number_of_instances 1000 [700,300] precision 0.748606 [0.784483,0.664894] predictive_accuracy 0.762 prior_entropy 0.881778 recall 0.762 [0.91,0.416667] relative_absolute_error 0.804407 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.402648 root_relative_squared_error 0.878649 scimark_benchmark 1328.17319930206 [ 1358.86883544102, 920.104249720309, 427.759512667156, 1725.71469198431, 2208.41870669749 ] total_cost 0 usercpu_time_millis 31.855 usercpu_time_millis_testing 2.31799999999999 usercpu_time_millis_training 29.537 area_under_roc_curve 0.855714 [0.855714,0.855714] area_under_roc_curve 0.742381 [0.742381,0.742381] area_under_roc_curve 0.745238 [0.745238,0.745238] area_under_roc_curve 0.785238 [0.785238,0.785238] area_under_roc_curve 0.81 [0.81,0.81] area_under_roc_curve 0.80381 [0.80381,0.80381] area_under_roc_curve 0.811905 [0.811905,0.811905] area_under_roc_curve 0.864762 [0.864762,0.864762] area_under_roc_curve 0.781905 [0.781905,0.781905] area_under_roc_curve 0.75381 [0.75381,0.75381] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 f_measure 0.765333 [0.853333,0.56] f_measure 0.706061 [0.833333,0.409091] f_measure 0.748025 [0.837838,0.538462] f_measure 0.816071 [0.875,0.678571] f_measure 0.696053 [0.815789,0.416667] f_measure 0.731045 [0.834437,0.489796] f_measure 0.769023 [0.851351,0.576923] f_measure 0.745389 [0.860759,0.47619] f_measure 0.70413 [0.823529,0.425532] f_measure 0.739474 [0.842105,0.5] kappa 0.421053 kappa 0.269663 kappa 0.381443 kappa 0.554455 kappa 0.247312 kappa 0.335106 kappa 0.43299 kappa 0.367816 kappa 0.266304 kappa 0.354839 kb_relative_information_score 22.75043 kb_relative_information_score 15.311188 kb_relative_information_score 13.957339 kb_relative_information_score 16.932782 kb_relative_information_score 18.351117 kb_relative_information_score 22.285912 kb_relative_information_score 22.616431 kb_relative_information_score 26.164066 kb_relative_information_score 19.433598 kb_relative_information_score 14.671131 mean_absolute_error 0.330198 mean_absolute_error 0.346034 mean_absolute_error 0.351979 mean_absolute_error 0.346842 mean_absolute_error 0.343624 mean_absolute_error 0.324762 mean_absolute_error 0.323497 mean_absolute_error 0.31889 mean_absolute_error 0.340428 mean_absolute_error 0.353541 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] number_of_instances 100 [70,30] precision 0.77 [0.8,0.7] precision 0.721927 [0.755814,0.642857] precision 0.747319 [0.794872,0.636364] precision 0.815177 [0.851351,0.730769] precision 0.695935 [0.756098,0.555556] precision 0.733918 [0.777778,0.631579] precision 0.76993 [0.807692,0.681818] precision 0.790909 [0.772727,0.833333] precision 0.707796 [0.759036,0.588235] precision 0.746341 [0.780488,0.666667] predictive_accuracy 0.78 predictive_accuracy 0.74 predictive_accuracy 0.76 predictive_accuracy 0.82 predictive_accuracy 0.72 predictive_accuracy 0.75 predictive_accuracy 0.78 predictive_accuracy 0.78 predictive_accuracy 0.73 predictive_accuracy 0.76 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 recall 0.78 [0.914286,0.466667] recall 0.74 [0.928571,0.3] recall 0.76 [0.885714,0.466667] recall 0.82 [0.9,0.633333] recall 0.72 [0.885714,0.333333] recall 0.75 [0.9,0.4] recall 0.78 [0.9,0.5] recall 0.78 [0.971429,0.333333] recall 0.73 [0.9,0.333333] recall 0.76 [0.914286,0.4] relative_absolute_error 0.785886 relative_absolute_error 0.823577 relative_absolute_error 0.837727 relative_absolute_error 0.825499 relative_absolute_error 0.817842 relative_absolute_error 0.77295 relative_absolute_error 0.769938 relative_absolute_error 0.758974 relative_absolute_error 0.810234 relative_absolute_error 0.841445 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.383296 root_mean_squared_error 0.420271 root_mean_squared_error 0.42158 root_mean_squared_error 0.403459 root_mean_squared_error 0.403323 root_mean_squared_error 0.396974 root_mean_squared_error 0.393602 root_mean_squared_error 0.380539 root_mean_squared_error 0.40503 root_mean_squared_error 0.416125 root_relative_squared_error 0.836419 root_relative_squared_error 0.917105 root_relative_squared_error 0.919964 root_relative_squared_error 0.880418 root_relative_squared_error 0.880123 root_relative_squared_error 0.866267 root_relative_squared_error 0.85891 root_relative_squared_error 0.830404 root_relative_squared_error 0.883848 root_relative_squared_error 0.90806 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0